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Fast Natural Language Parsing for Large-Scale NLP

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Publications

Are crossing dependencies really scarce?

Author(s): R. Ferrer-i-Cancho, C. Gómez-Rodríguez, J.L. Esteban
Published in: Physica A: Statistical Mechanics and its Applications, Issue 493, 2018, Page(s) 311-329, ISSN 0378-4371
DOI: 10.1016/j.physa.2017.10.048

How important is syntactic parsing accuracy? An empirical evaluation on rule-based sentiment analysis

Author(s): Carlos Gómez-Rodríguez, Iago Alonso-Alonso, David Vilares
Published in: Artificial Intelligence Review, Issue 52(3), 2019, Page(s) 2081-2097, ISSN 0269-2821
DOI: 10.1007/s10462-017-9584-0

A dependency look at the reality of constituency

Author(s): Chen, Xinying; Gómez Rodríguez, Carlos; Ferrer Cancho, Ramon
Published in: Glottometrics, Issue 40, 2018, Page(s) 104-106, ISSN 1617-8351

On the relation between dependency distance, crossing dependencies, and parsing

Author(s): Carlos Gómez-Rodríguez
Published in: Physics of Life Reviews, Issue 21, 2017, Page(s) 200-203, ISSN 1571-0645
DOI: 10.1016/j.plrev.2017.05.007

Towards fast natural language parsing: FASTPARSE ERC Starting Grant

Author(s): Gómez Rodríguez, Carlos
Published in: Procesamiento del Lenguaje Natural, Issue 59, 2017, Page(s) 121-124, ISSN 1135-5948

Scarcity of crossing dependencies: A direct outcome of a specific constraint?

Author(s): Carlos Gómez-Rodríguez, Ramon Ferrer-i-Cancho
Published in: Physical Review E, Issue 96/6, 2017, Page(s) 062304, ISSN 2470-0045
DOI: 10.1103/PhysRevE.96.062304

New treebank or repurposed? On the feasibility of cross-lingual parsing of Romance languages with Universal Dependencies

Author(s): MARCOS GARCIA, CARLOS GÓMEZ-RODRÍGUEZ, MIGUEL A. ALONSO
Published in: Natural Language Engineering, Issue 24/01, 2018, Page(s) 91-122, ISSN 1351-3249
DOI: 10.1017/S1351324917000377

Natural Language Parsing: Progress and Challenges

Author(s): Carlos Gómez-Rodríguez
Published in: Boletín de Estadística e Investigación Operativa, Issue 34(2), 2018, Page(s) 159-175, ISSN 1889-3805

Comparing neural- and N-gram-based language models for word segmentation


Published in: ISSN 1532-2882
DOI: 10.1002/asi.24082

Faster shift-reduce constituent parsing with a non-binary, bottom-up strategy

Author(s): Daniel Fernández-González, Carlos Gómez-Rodríguez
Published in: Artificial Intelligence, Issue 275, 2019, Page(s) 559-574, ISSN 0004-3702
DOI: 10.1016/j.artint.2019.07.006

Anti Dependency Distance Minimization in Short Sequences. A Graph Theoretic Approach


Published in: ISSN 0929-6174
DOI: 10.1080/09296174.2019.1645547

Increasing NLP Parsing Efficiency with Chunking

Author(s): Mark Dáibhidh Anderson, David Vilares
Published in: Proceedings, Issue 2/18, 2018, Page(s) 1160, ISSN 2504-3900
DOI: 10.3390/proceedings2181160

On the Processing and Analysis of Microtexts: From Normalization to Semantics

Author(s): Yerai Doval, David Vilares
Published in: Proceedings, Issue 2/18, 2018, Page(s) 1170, ISSN 2504-3900
DOI: 10.3390/proceedings2181170

Sequence Tagging for Fast Dependency Parsing

Author(s): Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez
Published in: Proceedings, Issue 21/1, 2019, Page(s) 49, ISSN 2504-3900
DOI: 10.3390/proceedings2019021049

A Full Non-Monotonic Transition System for Unrestricted Non-Projective Parsing

Author(s): Daniel Fernández-González, Carlos Gómez-Rodríguez
Published in: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2017, Page(s) 288-298
DOI: 10.18653/v1/P17-1027

Generic Axiomatization of Families of Noncrossing Graphs in Dependency Parsing

Author(s): Anssi Yli-Jyrä, Carlos Gómez-Rodríguez
Published in: Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2017, Page(s) 1745-1755
DOI: 10.18653/v1/P17-1160

Towards Syntactic Iberian Polarity Classification

Author(s): David Vilares, Marcos Garcia, Miguel A. Alonso, Carlos Gómez-Rodríguez
Published in: Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, 2017, Page(s) 67-73
DOI: 10.18653/v1/w17-5209

A non-projective greedy dependency parser with bidirectional LSTMs

Author(s): David Vilares, Carlos Gómez-Rodríguez
Published in: Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, 2017, Page(s) 152-162
DOI: 10.18653/v1/K17-3016

Non-Projective Dependency Parsing with Non-Local Transitions

Author(s): Daniel Fernández-González, Carlos Gómez-Rodríguez
Published in: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers), 2018, Page(s) 693-700
DOI: 10.18653/v1/N18-2109

A Dynamic Oracle for Linear-Time 2-Planar Dependency Parsing

Author(s): Daniel Fernández-González, Carlos Gómez-Rodríguez
Published in: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers), 2018, Page(s) 386-392
DOI: 10.18653/v1/N18-2062

Improving Coverage and Runtime Complexity for Exact Inference in Non-Projective Transition-Based Dependency Parsers

Author(s): Tianze Shi, Carlos Gómez-Rodríguez, Lillian Lee
Published in: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers), 2018, Page(s) 420-425
DOI: 10.18653/v1/N18-2067

A Transition-Based Algorithm for Unrestricted AMR Parsing

Author(s): David Vilares, Carlos Gómez-Rodríguez
Published in: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers), 2018, Page(s) 142-149
DOI: 10.18653/v1/N18-2023

Tratamiento sintáctico de la negación en análisis del sentimiento monolingüe y multilingüe

Author(s): David Vilares, Miguel A. Alonso, Carlos Gómez-Rodríguez
Published in: Proc. of Taller de NEGación en ESpañol (NEGES 2017), 2017, Page(s) 39-46

Global Transition-based Non-projective Dependency Parsing

Author(s): Carlos Gómez-Rodríguez, Tianze Shi, Lillian Lee
Published in: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2018, Page(s) 2664-2675
DOI: 10.18653/v1/p18-1248

HEAD-QA: A Healthcare Dataset for Complex Reasoning

Author(s): David Vilares, Carlos Gómez-Rodríguez
Published in: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019, Page(s) 960-966
DOI: 10.18653/v1/p19-1092

Transition-based Parsing with Lighter Feed-Forward Networks

Author(s): David Vilares, Carlos Gómez-Rodríguez
Published in: Proceedings of the Second Workshop on Universal Dependencies (UDW 2018), 2018, Page(s) 162-172
DOI: 10.18653/v1/w18-6019

Dynamic Oracles for Top-Down and In-Order Shift-Reduce Constituent Parsing

Author(s): Daniel Fernández-González, Carlos Gómez-Rodríguez
Published in: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018, Page(s) 1303-1313
DOI: 10.18653/v1/d18-1161

Left-to-Right Dependency Parsing with Pointer Networks

Author(s): Daniel Fernández-González, Carlos Gómez-Rodríguez
Published in: Proceedings of the 2019 Conference of the North, 2019, Page(s) 710-716
DOI: 10.18653/v1/n19-1076

Viable Dependency Parsing as Sequence Labeling

Author(s): Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez
Published in: Proceedings of the 2019 Conference of the North, 2019, Page(s) 717-723
DOI: 10.18653/v1/n19-1077

Speeding Up Natural Language Parsing by Reusing Partial Results

Author(s): Michalina Strzyz, Carlos Gómez-Rodríguez
Published in: Proceedings of the 20th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2019), 2019

Better, Faster, Stronger Sequence Tagging Constituent Parsers

Author(s): David Vilares, Mostafa Abdou, Anders Søgaard
Published in: Proceedings of the 2019 Conference of the North, 2019, Page(s) 3372-3383
DOI: 10.18653/v1/n19-1341

Grounding the Semantics of Part-of-Day Nouns Worldwide using Twitter

Author(s): David Vilares, Carlos Gómez-Rodríguez
Published in: Proceedings of the Second Workshop on Computational Modeling of People’s Opinions, Personality, and Emotions in Social Media, 2018, Page(s) 123-128
DOI: 10.18653/v1/w18-1116

Sequence Labeling Parsing by Learning across Representations

Author(s): Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez
Published in: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 2019, Page(s) 5350-5357
DOI: 10.18653/v1/p19-1531

Constituent Parsing as Sequence Labeling

Author(s): Carlos Gómez-Rodríguez, David Vilares
Published in: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018, Page(s) 1314-1324
DOI: 10.18653/v1/d18-1162

Artificially Evolved Chunks for Morphosyntactic Analysis

Author(s): Mark Anderson, David Vilares, Carlos Gómez-Rodríguez
Published in: Proceedings of the 18th International Workshop on Treebanks and Linguistic Theories (TLT, SyntaxFest 2019), 2019, Page(s) 133-143
DOI: 10.18653/v1/w19-7815

Cognitive Constraints Built into Formal Grammars: Implications for Language Evolution

Author(s): Carlos Gómez-Rodríguez, Morten H. Christiansen, Ramon Ferrer-i-Cancho
Published in: The Evolution of Language: Proceedings of the 13th International Conference (EvoLang13), 2020
DOI: 10.17617/2.3190925

Towards Making a Dependency Parser See

Author(s): Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez
Published in: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2019, Page(s) 1500-1506
DOI: 10.18653/v1/d19-1160

Discontinuous Constituent Parsing with Pointer Networks

Author(s): Daniel Fernández-González, Carlos Gómez-Rodríguez
Published in: Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), 2020, Page(s) In press

Parsing as Pretraining

Author(s): David Vilares, Michalina Strzyz, Anders Søgaard, Carlos Gómez-Rodríguez
Published in: Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), 2020, Page(s) In press